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[fmha-v2] Remove H2D transfer for bmm2 scale, enabling cuda graphs #2866

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Remove H2D in fmha_v2 for bf16 and fp16

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[fmha-v2] Remove H2D transfer for bmm2 scale, enabling cuda graphs #2866

Remove H2D in fmha_v2 for bf16 and fp16
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